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The public record is permanent

Every prediction on this page was issued publicly before the outcome was known. None have been removed. None have been edited post-hoc. Grading is automated — the system queries FEWS NET / IPC Phase data at T+90 days and records the result without human intervention. Brier scores and calibration metrics on the Validation page are derived directly from this ledger.